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Emmanouil Antonios Platanios

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems


May 24, 2022
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

* 15 pages 

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Coarse-to-Fine Curriculum Learning


Jun 08, 2021
Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnab谩s P贸czos


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Constrained Language Models Yield Few-Shot Semantic Parsers


Apr 18, 2021
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme


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Re-TACRED: Addressing Shortcomings of the TACRED Dataset


Apr 16, 2021
George Stoica, Emmanouil Antonios Platanios, Barnab谩s P贸czos


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HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks


Mar 17, 2021
Zhou Xian, Shamit Lal, Hsiao-Yu Tung, Emmanouil Antonios Platanios, Katerina Fragkiadaki


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Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction


Dec 09, 2020
George Stoica, Emmanouil Antonios Platanios, Barnab谩s P贸czos


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Learning from Imperfect Annotations


Apr 07, 2020
Emmanouil Antonios Platanios, Maruan Al-Shedivat, Eric Xing, Tom Mitchell


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Jelly Bean World: A Testbed for Never-Ending Learning


Feb 15, 2020
Emmanouil Antonios Platanios, Abulhair Saparov, Tom Mitchell

* International Conference on Learning Representations 2020 
* Published as a conference paper at ICLR 2020 

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Competence-based Curriculum Learning for Neural Machine Translation


Mar 26, 2019
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom M. Mitchell

* NAACL 2019 

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Contextual Parameter Generation for Universal Neural Machine Translation


Aug 26, 2018
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell

* Published in the proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018 

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